{"id":"W2992471426","doi":"10.5944/epos.34.2018.21840","title":"MODELOS ESTADÍSTICOS PARA EL ANÁLISIS FUNCIONAL DE LOS PROCESOS DE GRAMATICALIZACIÓN EN LAS CONSTRUCCIONES PROGRESIVAS DEL INGLÉS","year":2019,"lang":"es","type":"article","venue":"Epos Revista de filología","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007568051,0.0006761755,0.0009589808,0.0001983061,0.0006458706,0.00118541,0.0005516077,0.0003514794,0.00291859],"category_scores_gemma":[0.001905153,0.0006015717,0.0003185733,0.0001176458,0.0006682025,0.0001373471,0.0002890354,0.0006301056,0.0003409865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093352,"about_ca_system_score_gemma":0.0006344923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002673126,"about_ca_topic_score_gemma":0.00003196385,"domain_scores_codex":[0.9962716,0.0003463914,0.0009053865,0.0007299656,0.0005233464,0.001223357],"domain_scores_gemma":[0.9973406,0.0007567924,0.0004272862,0.000579111,0.0005750754,0.000321123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002076926,0.0005240458,0.07249044,0.00324475,0.0007070972,0.0003501964,0.01765051,0.0002282,0.0002007795,0.8982161,0.004469539,0.001710695],"study_design_scores_gemma":[0.006311744,0.003105151,0.02811551,0.008659704,0.004188131,0.001055905,0.03662807,0.1588691,0.0008609747,0.06067234,0.6853086,0.006224728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556549,0.01233848,0.002580578,0.0007982859,0.0004059301,0.001892588,0.0009785255,0.0003095147,0.02504119],"genre_scores_gemma":[0.9906392,0.0004569921,0.004091303,0.0007970083,0.001406255,0.0001910062,0.0001296116,0.0001101903,0.002178407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8375437,"threshold_uncertainty_score":0.9998515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571878022123746,"score_gpt":0.2833959271461612,"score_spread":0.2676771469249238,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}